Profiling Report

Dataset statistics

Number of variables	45
Number of observations	43592
Missing cells	3764
Missing cells (%)	0.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	15.0 MiB
Average record size in memory	360.0 B

Variable types

Numeric	11
Categorical	17
Boolean	17

Alerts

`height` is highly overall correlated with `engine volume` and 34 other fields	High correlation
`engine volume` is highly overall correlated with `height` and 33 other fields	High correlation
`population` is highly overall correlated with `cluster area`	High correlation
`length` is highly overall correlated with `height` and 33 other fields	High correlation
`width` is highly overall correlated with `height` and 34 other fields	High correlation
`gross weight` is highly overall correlated with `height` and 34 other fields	High correlation
`turning radius` is highly overall correlated with `height` and 35 other fields	High correlation
`ncap rating` is highly overall correlated with `height` and 32 other fields	High correlation
`is power door locks` is highly overall correlated with `height` and 20 other fields	High correlation
`is parking camera` is highly overall correlated with `height` and 23 other fields	High correlation
`rear brakes type` is highly overall correlated with `height` and 23 other fields	High correlation
`is adjustable steering` is highly overall correlated with `height` and 26 other fields	High correlation
`is tpms` is highly overall correlated with `height` and 23 other fields	High correlation
`is driver seat height adjustable` is highly overall correlated with `height` and 26 other fields	High correlation
`segment` is highly overall correlated with `height` and 33 other fields	High correlation
`is central locking` is highly overall correlated with `height` and 20 other fields	High correlation
`is rear window wiper` is highly overall correlated with `height` and 26 other fields	High correlation
`cluster area` is highly overall correlated with `population`	High correlation
`is ecw` is highly overall correlated with `height` and 20 other fields	High correlation
`fuel type` is highly overall correlated with `height` and 32 other fields	High correlation
`torque` is highly overall correlated with `height` and 35 other fields	High correlation
`transmission type` is highly overall correlated with `height` and 22 other fields	High correlation
`manufacturer` is highly overall correlated with `height` and 29 other fields	High correlation
`cylinder` is highly overall correlated with `height` and 22 other fields	High correlation
`is rear window washer` is highly overall correlated with `height` and 26 other fields	High correlation
`is front fog lights` is highly overall correlated with `height` and 25 other fields	High correlation
`is brake assist` is highly overall correlated with `height` and 28 other fields	High correlation
`is power steering` is highly overall correlated with `height` and 10 other fields	High correlation
`is esc` is highly overall correlated with `height` and 26 other fields	High correlation
`is rear window defogger` is highly overall correlated with `height` and 27 other fields	High correlation
`engine type` is highly overall correlated with `height` and 35 other fields	High correlation
`is speed alert` is highly overall correlated with `height` and 5 other fields	High correlation
`steering type` is highly overall correlated with `height` and 19 other fields	High correlation
`is parking sensors` is highly overall correlated with `engine volume` and 9 other fields	High correlation
`power` is highly overall correlated with `height` and 35 other fields	High correlation
`is day night rear view mirror` is highly overall correlated with `height` and 14 other fields	High correlation
`model` is highly overall correlated with `height` and 35 other fields	High correlation
`gear box` is highly overall correlated with `height` and 23 other fields	High correlation
`airbags` is highly overall correlated with `height` and 29 other fields	High correlation
`is power steering` is highly imbalanced (85.5%)	Imbalance
`is speed alert` is highly imbalanced (94.6%)	Imbalance
`is parking sensors` is highly imbalanced (75.2%)	Imbalance
`is claim` is highly imbalanced (65.7%)	Imbalance
`ID` is uniformly distributed	Uniform
`ID` has unique values	Unique
`car age` has 3854 (8.8%) zeros	Zeros

Reproduction

Analysis started	2023-01-09 11:48:38.610112
Analysis finished	2023-01-09 11:49:08.888700
Duration	30.28 seconds
Software version	pandas-profiling vv3.6.2
Download configuration	config.json

ID
Real number (ℝ)

UNIFORM UNIQUE

Distinct	43592
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21795.5

Minimum	0
Maximum	43591
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2179.55
Q1	10897.75
median	21795.5
Q3	32693.25
95-th percentile	41411.45
Maximum	43591
Range	43591
Interquartile range (IQR)	21795.5

Descriptive statistics

Standard deviation	12584.071
Coefficient of variation (CV)	0.57737014
Kurtosis	-1.2
Mean	21795.5
Median Absolute Deviation (MAD)	10898
Skewness	0
Sum	9.5010944 × 10⁸
Variance	1.5835884 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
29064	1	< 0.1%
29056	1	< 0.1%
29057	1	< 0.1%
29058	1	< 0.1%
29059	1	< 0.1%
29060	1	< 0.1%
29061	1	< 0.1%
29062	1	< 0.1%
29063	1	< 0.1%
Other values (43582)	43582	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
43591	1	< 0.1%
43590	1	< 0.1%
43589	1	< 0.1%
43588	1	< 0.1%
43587	1	< 0.1%
43586	1	< 0.1%
43585	1	< 0.1%
43584	1	< 0.1%
43583	1	< 0.1%
43582	1	< 0.1%

ncap rating
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	99
Missing (%)	0.2%
Memory size	340.7 KiB

2.0	15922
0.0	14083
3.0	10462
4.0	1572
5.0	1454

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	130479
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	0.0
5th row	3.0

Common Values

Value	Count	Frequency (%)
2.0	15922	36.5%
0.0	14083	32.3%
3.0	10462	24.0%
4.0	1572	3.6%
5.0	1454	3.3%
(Missing)	99	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	15922	36.6%
0.0	14083	32.4%
3.0	10462	24.1%
4.0	1572	3.6%
5.0	1454	3.3%

Most occurring characters

Value	Count	Frequency (%)
0	57576	44.1%
.	43493	33.3%
2	15922	12.2%
3	10462	8.0%
4	1572	1.2%
5	1454	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	86986	66.7%
Other Punctuation	43493	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	57576	66.2%
2	15922	18.3%
3	10462	12.0%
4	1572	1.8%
5	1454	1.7%

Other Punctuation

Value	Count	Frequency (%)
.	43493	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	130479	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	57576	44.1%
.	43493	33.3%
2	15922	12.2%
3	10462	8.0%
4	1572	1.2%
5	1454	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130479	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	57576	44.1%
.	43493	33.3%
2	15922	12.2%
3	10462	8.0%
4	1572	1.2%
5	1454	1.1%

is power door locks
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	94
Missing (%)	0.2%
Memory size	85.3 KiB

True	31642
False	11856
(Missing)	94

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	31642	72.6%
False	11856	27.2%
(Missing)	94	0.2%

policyholder age
Real number (ℝ)

Distinct	43511
Distinct (%)	100.0%
Missing	81
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.57978455

Minimum	0.38347717
Maximum	1.1122162
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	0.38347717
5-th percentile	0.4128067
Q1	0.48012905
median	0.56398692
Q3	0.65672146
95-th percentile	0.81521786
Maximum	1.1122162
Range	0.72873898
Interquartile range (IQR)	0.17659241

Descriptive statistics

Standard deviation	0.12312679
Coefficient of variation (CV)	0.21236646
Kurtosis	-0.15372984
Mean	0.57978455
Median Absolute Deviation (MAD)	0.087730781
Skewness	0.63871836
Sum	25227.005
Variance	0.015160207
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.394496401	1	< 0.1%
0.4566026343	1	< 0.1%
0.464422113	1	< 0.1%
0.6884120207	1	< 0.1%
0.6733664485	1	< 0.1%
0.4203120039	1	< 0.1%
0.5598338848	1	< 0.1%
0.4262910224	1	< 0.1%
0.5413385843	1	< 0.1%
0.567988909	1	< 0.1%
Other values (43501)	43501	99.8%
(Missing)	81	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3834771727	1	< 0.1%
0.3875241064	1	< 0.1%
0.3875285596	1	< 0.1%
0.388134091	1	< 0.1%
0.3884033162	1	< 0.1%
0.3886124568	1	< 0.1%
0.388654659	1	< 0.1%
0.3888216761	1	< 0.1%
0.3890545244	1	< 0.1%
0.3893033079	1	< 0.1%

Value	Count	Frequency (%)
1.112216153	1	< 0.1%
1.094787636	1	< 0.1%
1.075792231	1	< 0.1%
1.07001303	1	< 0.1%
1.068993542	1	< 0.1%
1.064476344	1	< 0.1%
1.063323288	1	< 0.1%
1.06124758	1	< 0.1%
1.059003483	1	< 0.1%
1.055541967	1	< 0.1%

is parking camera
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	83
Missing (%)	0.2%
Memory size	85.3 KiB

False	26396
True	17113
(Missing)	83

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	26396	60.6%
True	17113	39.3%
(Missing)	83	0.2%

rear brakes type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	86
Missing (%)	0.2%
Memory size	340.7 KiB

Drum	33042
Disc	10464

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	174024
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Drum
2nd row	Drum
3rd row	Drum
4th row	Drum
5th row	Disc

Common Values

Value	Count	Frequency (%)
Drum	33042	75.8%
Disc	10464	24.0%
(Missing)	86	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
drum	33042	75.9%
disc	10464	24.1%

Most occurring characters

Value	Count	Frequency (%)
D	43506	25.0%
r	33042	19.0%
u	33042	19.0%
m	33042	19.0%
i	10464	6.0%
s	10464	6.0%
c	10464	6.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	130518	75.0%
Uppercase Letter	43506	25.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	33042	25.3%
u	33042	25.3%
m	33042	25.3%
i	10464	8.0%
s	10464	8.0%
c	10464	8.0%

Uppercase Letter

Value	Count	Frequency (%)
D	43506	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	174024	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	43506	25.0%
r	33042	19.0%
u	33042	19.0%
m	33042	19.0%
i	10464	6.0%
s	10464	6.0%
c	10464	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	174024	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
D	43506	25.0%
r	33042	19.0%
u	33042	19.0%
m	33042	19.0%
i	10464	6.0%
s	10464	6.0%
c	10464	6.0%

is adjustable steering
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	90
Missing (%)	0.2%
Memory size	85.3 KiB

True	26492
False	17010
(Missing)	90

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	26492	60.8%
False	17010	39.0%
(Missing)	90	0.2%

is tpms
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	89
Missing (%)	0.2%
Memory size	85.3 KiB

False	33036
True	10467
(Missing)	89

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	33036	75.8%
True	10467	24.0%
(Missing)	89	0.2%

is driver seat height adjustable
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	85
Missing (%)	0.2%
Memory size	85.3 KiB

True	25570
False	17937
(Missing)	85

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	25570	58.7%
False	17937	41.1%
(Missing)	85	0.2%

segment
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	83
Missing (%)	0.2%
Memory size	340.7 KiB

B2	13661
A	12766
C2	10465
B1	3088
C1	2631

Length

Max length	7
Median length	2
Mean length	1.8097865
Min length	1

Characters and Unicode

Total characters	78742
Distinct characters	10
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B1
2nd row	B1
3rd row	B2
4th row	A
5th row	C2

Common Values

Value	Count	Frequency (%)
B2	13661	31.3%
A	12766	29.3%
C2	10465	24.0%
B1	3088	7.1%
C1	2631	6.0%
Utility	898	2.1%
(Missing)	83	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b2	13661	31.4%
a	12766	29.3%
c2	10465	24.1%
b1	3088	7.1%
c1	2631	6.0%
utility	898	2.1%

Most occurring characters

Value	Count	Frequency (%)
2	24126	30.6%
B	16749	21.3%
C	13096	16.6%
A	12766	16.2%
1	5719	7.3%
t	1796	2.3%
i	1796	2.3%
U	898	1.1%
l	898	1.1%
y	898	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	43509	55.3%
Decimal Number	29845	37.9%
Lowercase Letter	5388	6.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	16749	38.5%
C	13096	30.1%
A	12766	29.3%
U	898	2.1%

Lowercase Letter

Value	Count	Frequency (%)
t	1796	33.3%
i	1796	33.3%
l	898	16.7%
y	898	16.7%

Decimal Number

Value	Count	Frequency (%)
2	24126	80.8%
1	5719	19.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	48897	62.1%
Common	29845	37.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	16749	34.3%
C	13096	26.8%
A	12766	26.1%
t	1796	3.7%
i	1796	3.7%
U	898	1.8%
l	898	1.8%
y	898	1.8%

Common

Value	Count	Frequency (%)
2	24126	80.8%
1	5719	19.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78742	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	24126	30.6%
B	16749	21.3%
C	13096	16.6%
A	12766	16.2%
1	5719	7.3%
t	1796	2.3%
i	1796	2.3%
U	898	1.1%
l	898	1.1%
y	898	1.1%

car age
Real number (ℝ)

Distinct	48
Distinct (%)	0.1%
Missing	105
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.069611608

Minimum	0
Maximum	1
Zeros	3854
Zeros (%)	8.8%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02
median	0.06
Q3	0.11
95-th percentile	0.17
Maximum	1
Range	1
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	0.05706333
Coefficient of variation (CV)	0.81973871
Kurtosis	6.7689025
Mean	0.069611608
Median Absolute Deviation (MAD)	0.04
Skewness	1.1863893
Sum	3027.2
Variance	0.0032562236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0.01	4752	10.9%
0.02	3900	8.9%
0	3854	8.8%
0.03	3267	7.5%
0.04	2755	6.3%
0.05	2448	5.6%
0.1	2306	5.3%
0.06	2240	5.1%
0.07	2185	5.0%
0.08	2008	4.6%
Other values (38)	13772	31.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3854	8.8%
0.01	4752	10.9%
0.02	3900	8.9%
0.03	3267	7.5%
0.04	2755	6.3%
0.05	2448	5.6%
0.06	2240	5.1%
0.07	2185	5.0%
0.08	2008	4.6%
0.09	1978	4.5%

Value	Count	Frequency (%)
1	3	< 0.1%
0.82	1	< 0.1%
0.81	1	< 0.1%
0.62	1	< 0.1%
0.49	1	< 0.1%
0.46	1	< 0.1%
0.45	1	< 0.1%
0.44	2	< 0.1%
0.42	1	< 0.1%
0.39	5	< 0.1%

is central locking
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	89
Missing (%)	0.2%
Memory size	85.3 KiB

True	31634
False	11869
(Missing)	89

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	31634	72.6%
False	11869	27.2%
(Missing)	89	0.2%

is rear window wiper
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	69
Missing (%)	0.2%
Memory size	85.3 KiB

False	30836
True	12687
(Missing)	69

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	30836	70.7%
True	12687	29.1%
(Missing)	69	0.2%

height
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	96
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1553.528

Minimum	1475
Maximum	1825
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	1475
5-th percentile	1475
Q1	1475
median	1530
Q3	1635
95-th percentile	1675
Maximum	1825
Range	350
Interquartile range (IQR)	160

Descriptive statistics

Standard deviation	79.579923
Coefficient of variation (CV)	0.05122529
Kurtosis	0.72618418
Mean	1553.528
Median Absolute Deviation (MAD)	55
Skewness	1.0336072
Sum	67572254
Variance	6332.9641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1475	10968	25.2%
1635	10456	24.0%
1530	10254	23.5%
1675	3085	7.1%
1500	2217	5.1%
1490	1797	4.1%
1501	1573	3.6%
1523	1191	2.7%
1825	899	2.1%
1515	788	1.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1475	10968	25.2%
1490	1797	4.1%
1500	2217	5.1%
1501	1573	3.6%
1515	788	1.8%
1523	1191	2.7%
1530	10254	23.5%
1606	268	0.6%
1635	10456	24.0%
1675	3085	7.1%

Value	Count	Frequency (%)
1825	899	2.1%
1675	3085	7.1%
1635	10456	24.0%
1606	268	0.6%
1530	10254	23.5%
1523	1191	2.7%
1515	788	1.8%
1501	1573	3.6%
1500	2217	5.1%
1490	1797	4.1%

cluster area
Categorical

Distinct	22
Distinct (%)	0.1%
Missing	85
Missing (%)	0.2%
Memory size	340.7 KiB

Area_8	10198
Area_2	5509
Area_5	5182
Area_3	4457
Area_14	2734
Other values (17)	15427

Length

Max length	7
Median length	6
Mean length	6.2823684
Min length	6

Characters and Unicode

Total characters	273327
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Area_8
2nd row	Area_5
3rd row	Area_2
4th row	Area_13
5th row	Area_9

Common Values

Value	Count	Frequency (%)
Area_8	10198	23.4%
Area_2	5509	12.6%
Area_5	5182	11.9%
Area_3	4457	10.2%
Area_14	2734	6.3%
Area_13	2521	5.8%
Area_10	2343	5.4%
Area_9	2065	4.7%
Area_7	1579	3.6%
Area_12	1159	2.7%
Other values (12)	5760	13.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
area_8	10198	23.4%
area_2	5509	12.7%
area_5	5182	11.9%
area_3	4457	10.2%
area_14	2734	6.3%
area_13	2521	5.8%
area_10	2343	5.4%
area_9	2065	4.7%
area_7	1579	3.6%
area_12	1159	2.7%
Other values (12)	5760	13.2%

Most occurring characters

Value	Count	Frequency (%)
A	43507	15.9%
r	43507	15.9%
e	43507	15.9%
a	43507	15.9%
_	43507	15.9%
1	14051	5.1%
8	10373	3.8%
2	7333	2.7%
3	6978	2.6%
5	5745	2.1%
Other values (5)	11312	4.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	130521	47.8%
Decimal Number	55792	20.4%
Uppercase Letter	43507	15.9%
Connector Punctuation	43507	15.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14051	25.2%
8	10373	18.6%
2	7333	13.1%
3	6978	12.5%
5	5745	10.3%
4	3207	5.7%
9	2761	4.9%
0	2421	4.3%
7	1960	3.5%
6	963	1.7%

Lowercase Letter

Value	Count	Frequency (%)
r	43507	33.3%
e	43507	33.3%
a	43507	33.3%

Uppercase Letter

Value	Count	Frequency (%)
A	43507	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	43507	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	174028	63.7%
Common	99299	36.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	43507	43.8%
1	14051	14.2%
8	10373	10.4%
2	7333	7.4%
3	6978	7.0%
5	5745	5.8%
4	3207	3.2%
9	2761	2.8%
0	2421	2.4%
7	1960	2.0%

Latin

Value	Count	Frequency (%)
A	43507	25.0%
r	43507	25.0%
e	43507	25.0%
a	43507	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	273327	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	43507	15.9%
r	43507	15.9%
e	43507	15.9%
a	43507	15.9%
_	43507	15.9%
1	14051	5.1%
8	10373	3.8%
2	7333	2.7%
3	6978	2.6%
5	5745	2.1%
Other values (5)	11312	4.1%

is ecw
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	85
Missing (%)	0.2%
Memory size	85.3 KiB

True	31635
False	11872
(Missing)	85

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	31635	72.6%
False	11872	27.2%
(Missing)	85	0.2%

fuel type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	89
Missing (%)	0.2%
Memory size	340.7 KiB

Petrol	15320
CNG	14952
Diesel	13231

Length

Max length	6
Median length	6
Mean length	4.9688987
Min length	3

Characters and Unicode

Total characters	216162
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CNG
2nd row	CNG
3rd row	Petrol
4th row	CNG
5th row	Diesel

Common Values

Value	Count	Frequency (%)
Petrol	15320	35.1%
CNG	14952	34.3%
Diesel	13231	30.4%
(Missing)	89	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
petrol	15320	35.2%
cng	14952	34.4%
diesel	13231	30.4%

Most occurring characters

Value	Count	Frequency (%)
e	41782	19.3%
l	28551	13.2%
P	15320	7.1%
t	15320	7.1%
r	15320	7.1%
o	15320	7.1%
C	14952	6.9%
N	14952	6.9%
G	14952	6.9%
D	13231	6.1%
Other values (2)	26462	12.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	142755	66.0%
Uppercase Letter	73407	34.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	41782	29.3%
l	28551	20.0%
t	15320	10.7%
r	15320	10.7%
o	15320	10.7%
i	13231	9.3%
s	13231	9.3%

Uppercase Letter

Value	Count	Frequency (%)
P	15320	20.9%
C	14952	20.4%
N	14952	20.4%
G	14952	20.4%
D	13231	18.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	216162	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	41782	19.3%
l	28551	13.2%
P	15320	7.1%
t	15320	7.1%
r	15320	7.1%
o	15320	7.1%
C	14952	6.9%
N	14952	6.9%
G	14952	6.9%
D	13231	6.1%
Other values (2)	26462	12.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	216162	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	41782	19.3%
l	28551	13.2%
P	15320	7.1%
t	15320	7.1%
r	15320	7.1%
o	15320	7.1%
C	14952	6.9%
N	14952	6.9%
G	14952	6.9%
D	13231	6.1%
Other values (2)	26462	12.2%

torque
Categorical

Distinct	9
Distinct (%)	< 0.1%
Missing	76
Missing (%)	0.2%
Memory size	340.7 KiB

113Nm@4400rpm	13260
60Nm@3500rpm	10970
250Nm@2750rpm	10470
82.1Nm@3400rpm	3089
91Nm@4250rpm	1795
Other values (4)	3932

Length

Max length	14
Median length	13
Mean length	12.757009
Min length	12

Characters and Unicode

Total characters	555134
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	82.1Nm@3400rpm
2nd row	82.1Nm@3400rpm
3rd row	113Nm@4400rpm
4th row	60Nm@3500rpm
5th row	250Nm@2750rpm

Common Values

Value	Count	Frequency (%)
113Nm@4400rpm	13260	30.4%
60Nm@3500rpm	10970	25.2%
250Nm@2750rpm	10470	24.0%
82.1Nm@3400rpm	3089	7.1%
91Nm@4250rpm	1795	4.1%
200Nm@1750rpm	1575	3.6%
200Nm@3000rpm	1190	2.7%
85Nm@3000rpm	898	2.1%
170Nm@4000rpm	269	0.6%
(Missing)	76	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
113nm@4400rpm	13260	30.5%
60nm@3500rpm	10970	25.2%
250nm@2750rpm	10470	24.1%
82.1nm@3400rpm	3089	7.1%
91nm@4250rpm	1795	4.1%
200nm@1750rpm	1575	3.6%
200nm@3000rpm	1190	2.7%
85nm@3000rpm	898	2.1%
170nm@4000rpm	269	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	102788	18.5%
m	87032	15.7%
N	43516	7.8%
@	43516	7.8%
r	43516	7.8%
p	43516	7.8%
5	36178	6.5%
1	33248	6.0%
4	31673	5.7%
3	29407	5.3%
Other values (6)	60744	10.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	290949	52.4%
Lowercase Letter	174064	31.4%
Other Punctuation	46605	8.4%
Uppercase Letter	43516	7.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	102788	35.3%
5	36178	12.4%
1	33248	11.4%
4	31673	10.9%
3	29407	10.1%
2	28589	9.8%
7	12314	4.2%
6	10970	3.8%
8	3987	1.4%
9	1795	0.6%

Lowercase Letter

Value	Count	Frequency (%)
m	87032	50.0%
r	43516	25.0%
p	43516	25.0%

Other Punctuation

Value	Count	Frequency (%)
@	43516	93.4%
.	3089	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	43516	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	337554	60.8%
Latin	217580	39.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	102788	30.5%
@	43516	12.9%
5	36178	10.7%
1	33248	9.8%
4	31673	9.4%
3	29407	8.7%
2	28589	8.5%
7	12314	3.6%
6	10970	3.2%
8	3987	1.2%
Other values (2)	4884	1.4%

Latin

Value	Count	Frequency (%)
m	87032	40.0%
N	43516	20.0%
r	43516	20.0%
p	43516	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	555134	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	102788	18.5%
m	87032	15.7%
N	43516	7.8%
@	43516	7.8%
r	43516	7.8%
p	43516	7.8%
5	36178	6.5%
1	33248	6.0%
4	31673	5.7%
3	29407	5.3%
Other values (6)	60744	10.9%

engine volume
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	103
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1163.9933

Minimum	796
Maximum	1498
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	796
5-th percentile	796
Q1	796
median	1197
Q3	1493
95-th percentile	1497
Maximum	1498
Range	702
Interquartile range (IQR)	697

Descriptive statistics

Standard deviation	265.87761
Coefficient of variation (CV)	0.22841851
Kurtosis	-1.336397
Mean	1163.9933
Median Absolute Deviation (MAD)	296
Skewness	-0.11307557
Sum	50620903
Variance	70690.903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1197	13251	30.4%
796	10959	25.1%
1493	10466	24.0%
998	3084	7.1%
999	1797	4.1%
1498	1575	3.6%
1497	1190	2.7%
1196	898	2.1%
1199	269	0.6%
(Missing)	103	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
796	10959	25.1%
998	3084	7.1%
999	1797	4.1%
1196	898	2.1%
1197	13251	30.4%
1199	269	0.6%
1493	10466	24.0%
1497	1190	2.7%
1498	1575	3.6%

Value	Count	Frequency (%)
1498	1575	3.6%
1497	1190	2.7%
1493	10466	24.0%
1199	269	0.6%
1197	13251	30.4%
1196	898	2.1%
999	1797	4.1%
998	3084	7.1%
796	10959	25.1%

transmission type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	97
Missing (%)	0.2%
Memory size	340.7 KiB

Manual	28235
Automatic	15260

Length

Max length	9
Median length	6
Mean length	7.0525348
Min length	6

Characters and Unicode

Total characters	306750
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manual
2nd row	Manual
3rd row	Manual
4th row	Manual
5th row	Automatic

Common Values

Value	Count	Frequency (%)
Manual	28235	64.8%
Automatic	15260	35.0%
(Missing)	97	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manual	28235	64.9%
automatic	15260	35.1%

Most occurring characters

Value	Count	Frequency (%)
a	71730	23.4%
u	43495	14.2%
t	30520	9.9%
M	28235	9.2%
n	28235	9.2%
l	28235	9.2%
A	15260	5.0%
o	15260	5.0%
m	15260	5.0%
i	15260	5.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	263255	85.8%
Uppercase Letter	43495	14.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	71730	27.2%
u	43495	16.5%
t	30520	11.6%
n	28235	10.7%
l	28235	10.7%
o	15260	5.8%
m	15260	5.8%
i	15260	5.8%
c	15260	5.8%

Uppercase Letter

Value	Count	Frequency (%)
M	28235	64.9%
A	15260	35.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	306750	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	71730	23.4%
u	43495	14.2%
t	30520	9.9%
M	28235	9.2%
n	28235	9.2%
l	28235	9.2%
A	15260	5.0%
o	15260	5.0%
m	15260	5.0%
i	15260	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	306750	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	71730	23.4%
u	43495	14.2%
t	30520	9.9%
M	28235	9.2%
n	28235	9.2%
l	28235	9.2%
A	15260	5.0%
o	15260	5.0%
m	15260	5.0%
i	15260	5.0%

manufacturer
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	87
Missing (%)	0.2%
Memory size	340.7 KiB

1.0	28214
3.0	10465
2.0	1793
5.0	1576
4.0	1457

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	130515
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	3.0

Common Values

Value	Count	Frequency (%)
1.0	28214	64.7%
3.0	10465	24.0%
2.0	1793	4.1%
5.0	1576	3.6%
4.0	1457	3.3%
(Missing)	87	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	28214	64.9%
3.0	10465	24.1%
2.0	1793	4.1%
5.0	1576	3.6%
4.0	1457	3.3%

Most occurring characters

Value	Count	Frequency (%)
.	43505	33.3%
0	43505	33.3%
1	28214	21.6%
3	10465	8.0%
2	1793	1.4%
5	1576	1.2%
4	1457	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	87010	66.7%
Other Punctuation	43505	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43505	50.0%
1	28214	32.4%
3	10465	12.0%
2	1793	2.1%
5	1576	1.8%
4	1457	1.7%

Other Punctuation

Value	Count	Frequency (%)
.	43505	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	130515	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	43505	33.3%
0	43505	33.3%
1	28214	21.6%
3	10465	8.0%
2	1793	1.4%
5	1576	1.2%
4	1457	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130515	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	43505	33.3%
0	43505	33.3%
1	28214	21.6%
3	10465	8.0%
2	1793	1.4%
5	1576	1.2%
4	1457	1.1%

cylinder
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	97
Missing (%)	0.2%
Memory size	340.7 KiB

4.0	27383
3.0	16112

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	130485
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3.0
2nd row	3.0
3rd row	4.0
4th row	3.0
5th row	4.0

Common Values

Value	Count	Frequency (%)
4.0	27383	62.8%
3.0	16112	37.0%
(Missing)	97	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4.0	27383	63.0%
3.0	16112	37.0%

Most occurring characters

Value	Count	Frequency (%)
.	43495	33.3%
0	43495	33.3%
4	27383	21.0%
3	16112	12.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	86990	66.7%
Other Punctuation	43495	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43495	50.0%
4	27383	31.5%
3	16112	18.5%

Other Punctuation

Value	Count	Frequency (%)
.	43495	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	130485	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	43495	33.3%
0	43495	33.3%
4	27383	21.0%
3	16112	12.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130485	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	43495	33.3%
0	43495	33.3%
4	27383	21.0%
3	16112	12.3%

is rear window washer
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	89
Missing (%)	0.2%
Memory size	85.3 KiB

False	30822
True	12681
(Missing)	89

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	30822	70.7%
True	12681	29.1%
(Missing)	89	0.2%

is front fog lights
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	86
Missing (%)	0.2%
Memory size	85.3 KiB

True	25297
False	18209
(Missing)	86

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	25297	58.0%
False	18209	41.8%
(Missing)	86	0.2%

is brake assist
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	105
Missing (%)	0.2%
Memory size	85.3 KiB

True	23983
False	19504
(Missing)	105

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	23983	55.0%
False	19504	44.7%
(Missing)	105	0.2%

is power steering
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	92
Missing (%)	0.2%
Memory size	85.3 KiB

True	42605
False	895
(Missing)	92

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	42605	97.7%
False	895	2.1%
(Missing)	92	0.2%

is esc
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	78
Missing (%)	0.2%
Memory size	85.3 KiB

False	29771
True	13743
(Missing)	78

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	29771	68.3%
True	13743	31.5%
(Missing)	78	0.2%

population
Real number (ℝ)

Distinct	1949
Distinct (%)	4.5%
Missing	95
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	18913.13

Minimum	291
Maximum	73529
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	291
5-th percentile	4107
Q1	6190
median	8869
Q3	27086
95-th percentile	73438
Maximum	73529
Range	73238
Interquartile range (IQR)	20896

Descriptive statistics

Standard deviation	17667.349
Coefficient of variation (CV)	0.93413139
Kurtosis	2.5827368
Mean	18913.13
Median Absolute Deviation (MAD)	4738
Skewness	1.6738712
Sum	8.2266443 × 10⁸
Variance	3.1213522 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8852	129	0.3%
8872	124	0.3%
8839	123	0.3%
8831	122	0.3%
8864	122	0.3%
8875	121	0.3%
8891	120	0.3%
8888	120	0.3%
8798	118	0.3%
8886	117	0.3%
Other values (1939)	42281	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
291	8	< 0.1%
292	6	< 0.1%
293	3	< 0.1%
294	5	< 0.1%
295	3	< 0.1%
296	6	< 0.1%
297	11	< 0.1%
298	10	< 0.1%
299	5	< 0.1%
300	7	< 0.1%

Value	Count	Frequency (%)
73529	21	< 0.1%
73528	30	0.1%
73527	24	0.1%
73526	16	< 0.1%
73525	21	< 0.1%
73524	32	0.1%
73523	25	0.1%
73522	19	< 0.1%
73521	27	0.1%
73520	17	< 0.1%

is rear window defogger
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	88
Missing (%)	0.2%
Memory size	85.3 KiB

False	28189
True	15315
(Missing)	88

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	28189	64.7%
True	15315	35.1%
(Missing)	88	0.2%

time period
Real number (ℝ)

Distinct	43510
Distinct (%)	100.0%
Missing	82
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.71158876

Minimum	0.091397026
Maximum	1.4947706
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	0.091397026
5-th percentile	0.14253629
Q1	0.31278715
median	0.67351445
Q3	1.1399499
95-th percentile	1.3046842
Maximum	1.4947706
Range	1.4033736
Interquartile range (IQR)	0.82716273

Descriptive statistics

Standard deviation	0.41387755
Coefficient of variation (CV)	0.58162463
Kurtosis	-1.4948724
Mean	0.71158876
Median Absolute Deviation (MAD)	0.43067733
Skewness	0.055738091
Sum	30961.227
Variance	0.17129462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3045543636	1	< 0.1%
0.8111101801	1	< 0.1%
0.8728937482	1	< 0.1%
0.3263657326	1	< 0.1%
1.117899242	1	< 0.1%
0.7345302583	1	< 0.1%
0.638880788	1	< 0.1%
0.5570088072	1	< 0.1%
0.3743610205	1	< 0.1%
1.337979481	1	< 0.1%
Other values (43500)	43500	99.8%
(Missing)	82	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.09139702635	1	< 0.1%
0.09203480245	1	< 0.1%
0.09236694859	1	< 0.1%
0.09242600974	1	< 0.1%
0.09375987052	1	< 0.1%
0.09376263151	1	< 0.1%
0.09378085178	1	< 0.1%
0.09435490014	1	< 0.1%
0.0948472687	1	< 0.1%
0.09488079836	1	< 0.1%

Value	Count	Frequency (%)
1.4947706	1	< 0.1%
1.482454102	1	< 0.1%
1.476261286	1	< 0.1%
1.464846911	1	< 0.1%
1.460011403	1	< 0.1%
1.449253529	1	< 0.1%
1.447926053	1	< 0.1%
1.444741504	1	< 0.1%
1.441395727	1	< 0.1%
1.425986831	1	< 0.1%

engine type
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	97
Missing (%)	0.2%
Memory size	340.7 KiB

F8D Petrol Engine	10967
1.5 L U2 CRDi	10464
K Series Dual jet	10253
K10C	3086
1.2 L K Series Engine	2217
Other values (6)	6508

Length

Max length	25
Median length	21
Mean length	14.52629
Min length	4

Characters and Unicode

Total characters	631821
Distinct characters	40
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	K10C
2nd row	K10C
3rd row	K Series Dual jet
4th row	F8D Petrol Engine
5th row	1.5 L U2 CRDi

Common Values

Value	Count	Frequency (%)
F8D Petrol Engine	10967	25.2%
1.5 L U2 CRDi	10464	24.0%
K Series Dual jet	10253	23.5%
K10C	3086	7.1%
1.2 L K Series Engine	2217	5.1%
1.0 SCe	1793	4.1%
i-DTEC	1575	3.6%
1.5 Turbocharged Revotorq	1189	2.7%
G12B	897	2.1%
1.2 L K12N Dualjet	788	1.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
l	13469	9.4%
engine	13184	9.2%
k	12470	8.7%
series	12470	8.7%
1.5	11919	8.3%
f8d	10967	7.6%
petrol	10967	7.6%
u2	10464	7.3%
crdi	10464	7.3%
dual	10253	7.1%
Other values (12)	26888	18.7%

Most occurring characters

Value	Count	Frequency (%)
	100020	15.8%
e	64835	10.3%
i	37693	6.0%
D	34047	5.4%
r	27802	4.4%
n	26634	4.2%
t	23463	3.7%
l	22008	3.5%
1	21488	3.4%
C	16918	2.7%
Other values (30)	256913	40.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	289373	45.8%
Uppercase Letter	159729	25.3%
Space Separator	100020	15.8%
Decimal Number	64407	10.2%
Other Punctuation	16717	2.6%
Dash Punctuation	1575	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	64835	22.4%
i	37693	13.0%
r	27802	9.6%
n	26634	9.2%
t	23463	8.1%
l	22008	7.6%
o	15332	5.3%
g	14639	5.1%
a	12496	4.3%
u	12496	4.3%
Other values (8)	31975	11.0%

Uppercase Letter

Value	Count	Frequency (%)
D	34047	21.3%
C	16918	10.6%
K	16344	10.2%
E	14759	9.2%
S	14263	8.9%
L	13469	8.4%
R	11919	7.5%
F	10967	6.9%
P	10967	6.9%
U	10464	6.6%
Other values (4)	5612	3.5%

Decimal Number

Value	Count	Frequency (%)
1	21488	33.4%
2	15154	23.5%
5	11919	18.5%
8	10967	17.0%
0	4879	7.6%

Space Separator

Value	Count	Frequency (%)
	100020	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	16717	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1575	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	449102	71.1%
Common	182719	28.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	64835	14.4%
i	37693	8.4%
D	34047	7.6%
r	27802	6.2%
n	26634	5.9%
t	23463	5.2%
l	22008	4.9%
C	16918	3.8%
K	16344	3.6%
o	15332	3.4%
Other values (22)	164026	36.5%

Common

Value	Count	Frequency (%)
	100020	54.7%
1	21488	11.8%
.	16717	9.1%
2	15154	8.3%
5	11919	6.5%
8	10967	6.0%
0	4879	2.7%
-	1575	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	631821	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	100020	15.8%
e	64835	10.3%
i	37693	6.0%
D	34047	5.4%
r	27802	4.4%
n	26634	4.2%
t	23463	3.7%
l	22008	3.5%
1	21488	3.4%
C	16918	2.7%
Other values (30)	256913	40.7%

is speed alert
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	61
Missing (%)	0.1%
Memory size	85.3 KiB

True	43262
False	269
(Missing)	61

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	43262	99.2%
False	269	0.6%
(Missing)	61	0.1%

steering type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	104
Missing (%)	0.2%
Memory size	340.7 KiB

Power	24782
Electric	17808
Manual	898

Length

Max length	8
Median length	5
Mean length	6.2491262
Min length	5

Characters and Unicode

Total characters	271762
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Power
2nd row	Power
3rd row	Electric
4th row	Power
5th row	Power

Common Values

Value	Count	Frequency (%)
Power	24782	56.8%
Electric	17808	40.9%
Manual	898	2.1%
(Missing)	104	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
power	24782	57.0%
electric	17808	40.9%
manual	898	2.1%

Most occurring characters

Value	Count	Frequency (%)
e	42590	15.7%
r	42590	15.7%
c	35616	13.1%
P	24782	9.1%
o	24782	9.1%
w	24782	9.1%
l	18706	6.9%
E	17808	6.6%
t	17808	6.6%
i	17808	6.6%
Other values (4)	4490	1.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	228274	84.0%
Uppercase Letter	43488	16.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	42590	18.7%
r	42590	18.7%
c	35616	15.6%
o	24782	10.9%
w	24782	10.9%
l	18706	8.2%
t	17808	7.8%
i	17808	7.8%
a	1796	0.8%
n	898	0.4%

Uppercase Letter

Value	Count	Frequency (%)
P	24782	57.0%
E	17808	40.9%
M	898	2.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	271762	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	42590	15.7%
r	42590	15.7%
c	35616	13.1%
P	24782	9.1%
o	24782	9.1%
w	24782	9.1%
l	18706	6.9%
E	17808	6.6%
t	17808	6.6%
i	17808	6.6%
Other values (4)	4490	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	271762	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	42590	15.7%
r	42590	15.7%
c	35616	13.1%
P	24782	9.1%
o	24782	9.1%
w	24782	9.1%
l	18706	6.9%
E	17808	6.6%
t	17808	6.6%
i	17808	6.6%
Other values (4)	4490	1.7%

length
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	88
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	3852.2709

Minimum	3445
Maximum	4300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	3445
5-th percentile	3445
Q1	3445
median	3845
Q3	3995
95-th percentile	4300
Maximum	4300
Range	855
Interquartile range (IQR)	550

Descriptive statistics

Standard deviation	311.12424
Coefficient of variation (CV)	0.080763851
Kurtosis	-1.2074774
Mean	3852.2709
Median Absolute Deviation (MAD)	190
Skewness	0.13931821
Sum	1.675892 × 10⁸
Variance	96798.29
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
3445	10973	25.2%
4300	10464	24.0%
3845	10251	23.5%
3990	3405	7.8%
3655	3087	7.1%
3995	2364	5.4%
3731	1796	4.1%
3675	896	2.1%
3993	268	0.6%
(Missing)	88	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3445	10973	25.2%
3655	3087	7.1%
3675	896	2.1%
3731	1796	4.1%
3845	10251	23.5%
3990	3405	7.8%
3993	268	0.6%
3995	2364	5.4%
4300	10464	24.0%

Value	Count	Frequency (%)
4300	10464	24.0%
3995	2364	5.4%
3993	268	0.6%
3990	3405	7.8%
3845	10251	23.5%
3731	1796	4.1%
3675	896	2.1%
3655	3087	7.1%
3445	10973	25.2%

width
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	74
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1672.8779

Minimum	1475
Maximum	1811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	1475
5-th percentile	1515
Q1	1515
median	1735
Q3	1755
95-th percentile	1790
Maximum	1811
Range	336
Interquartile range (IQR)	240

Descriptive statistics

Standard deviation	111.89173
Coefficient of variation (CV)	0.066885773
Kurtosis	-1.4306815
Mean	1672.8779
Median Absolute Deviation (MAD)	55
Skewness	-0.49864897
Sum	72800302
Variance	12519.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1735	11049	25.3%
1515	10975	25.2%
1790	10470	24.0%
1620	3082	7.1%
1745	2214	5.1%
1579	1797	4.1%
1695	1578	3.6%
1755	1187	2.7%
1475	897	2.1%
1811	269	0.6%
(Missing)	74	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1475	897	2.1%
1515	10975	25.2%
1579	1797	4.1%
1620	3082	7.1%
1695	1578	3.6%
1735	11049	25.3%
1745	2214	5.1%
1755	1187	2.7%
1790	10470	24.0%
1811	269	0.6%

Value	Count	Frequency (%)
1811	269	0.6%
1790	10470	24.0%
1755	1187	2.7%
1745	2214	5.1%
1735	11049	25.3%
1695	1578	3.6%
1620	3082	7.1%
1579	1797	4.1%
1515	10975	25.2%
1475	897	2.1%

is parking sensors
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	81
Missing (%)	0.2%
Memory size	85.3 KiB

True	41715
False	1796
(Missing)	81

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	41715	95.7%
False	1796	4.1%
(Missing)	81	0.2%

power
Categorical

Distinct	9
Distinct (%)	< 0.1%
Missing	97
Missing (%)	0.2%
Memory size	340.7 KiB

88.50bhp@6000rpm	13252
40.36bhp@6000rpm	10966
113.45bhp@4000rpm	10468
55.92bhp@5300rpm	3088
67.06bhp@5500rpm	1793
Other values (4)	3928

Length

Max length	17
Median length	16
Mean length	16.246833
Min length	16

Characters and Unicode

Total characters	706656
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	55.92bhp@5300rpm
2nd row	55.92bhp@5300rpm
3rd row	88.50bhp@6000rpm
4th row	40.36bhp@6000rpm
5th row	113.45bhp@4000rpm

Common Values

Value	Count	Frequency (%)
88.50bhp@6000rpm	13252	30.4%
40.36bhp@6000rpm	10966	25.2%
113.45bhp@4000rpm	10468	24.0%
55.92bhp@5300rpm	3088	7.1%
67.06bhp@5500rpm	1793	4.1%
97.89bhp@3600rpm	1575	3.6%
88.77bhp@4000rpm	1187	2.7%
61.68bhp@6000rpm	898	2.1%
118.36bhp@5500rpm	268	0.6%
(Missing)	97	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
88.50bhp@6000rpm	13252	30.5%
40.36bhp@6000rpm	10966	25.2%
113.45bhp@4000rpm	10468	24.1%
55.92bhp@5300rpm	3088	7.1%
67.06bhp@5500rpm	1793	4.1%
97.89bhp@3600rpm	1575	3.6%
88.77bhp@4000rpm	1187	2.7%
61.68bhp@6000rpm	898	2.1%
118.36bhp@5500rpm	268	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	149772	21.2%
p	86990	12.3%
b	43495	6.2%
h	43495	6.2%
@	43495	6.2%
.	43495	6.2%
r	43495	6.2%
m	43495	6.2%
6	43307	6.1%
5	37106	5.3%
Other values (7)	128511	18.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	358696	50.8%
Lowercase Letter	260970	36.9%
Other Punctuation	86990	12.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	149772	41.8%
6	43307	12.1%
5	37106	10.3%
4	33089	9.2%
8	31619	8.8%
3	26365	7.4%
1	22370	6.2%
9	6238	1.7%
7	5742	1.6%
2	3088	0.9%

Lowercase Letter

Value	Count	Frequency (%)
p	86990	33.3%
b	43495	16.7%
h	43495	16.7%
r	43495	16.7%
m	43495	16.7%

Other Punctuation

Value	Count	Frequency (%)
@	43495	50.0%
.	43495	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	445686	63.1%
Latin	260970	36.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	149772	33.6%
@	43495	9.8%
.	43495	9.8%
6	43307	9.7%
5	37106	8.3%
4	33089	7.4%
8	31619	7.1%
3	26365	5.9%
1	22370	5.0%
9	6238	1.4%
Other values (2)	8830	2.0%

Latin

Value	Count	Frequency (%)
p	86990	33.3%
b	43495	16.7%
h	43495	16.7%
r	43495	16.7%
m	43495	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	706656	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	149772	21.2%
p	86990	12.3%
b	43495	6.2%
h	43495	6.2%
@	43495	6.2%
.	43495	6.2%
r	43495	6.2%
m	43495	6.2%
6	43307	6.1%
5	37106	5.3%
Other values (7)	128511	18.2%

gross weight
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	97
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1386.2213

Minimum	1051
Maximum	1720
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	1051
5-th percentile	1155
Q1	1185
median	1335
Q3	1510
95-th percentile	1720
Maximum	1720
Range	669
Interquartile range (IQR)	325

Descriptive statistics

Standard deviation	212.6551
Coefficient of variation (CV)	0.15340632
Kurtosis	-1.0335397
Mean	1386.2213
Median Absolute Deviation (MAD)	150
Skewness	0.53893433
Sum	60293694
Variance	45222.193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1335	11037	25.3%
1185	10962	25.1%
1720	10472	24.0%
1340	3083	7.1%
1410	2215	5.1%
1155	1795	4.1%
1051	1574	3.6%
1490	1190	2.7%
1510	898	2.1%
1660	269	0.6%
(Missing)	97	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1051	1574	3.6%
1155	1795	4.1%
1185	10962	25.1%
1335	11037	25.3%
1340	3083	7.1%
1410	2215	5.1%
1490	1190	2.7%
1510	898	2.1%
1660	269	0.6%
1720	10472	24.0%

Value	Count	Frequency (%)
1720	10472	24.0%
1660	269	0.6%
1510	898	2.1%
1490	1190	2.7%
1410	2215	5.1%
1340	3083	7.1%
1335	11037	25.3%
1185	10962	25.1%
1155	1795	4.1%
1051	1574	3.6%

is day night rear view mirror
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	96
Missing (%)	0.2%
Memory size	85.3 KiB

False	26873
True	16623
(Missing)	96

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	26873	61.6%
True	16623	38.1%
(Missing)	96	0.2%

model
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	86
Missing (%)	0.2%
Memory size	340.7 KiB

Model_1	10965
Model_4	10469
Model_6	10257
Model_8	3084
Model_7	2218
Other values (6)	6513

Length

Max length	8
Median length	7
Mean length	7.0268239
Min length	7

Characters and Unicode

Total characters	305709
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Model_8
2nd row	Model_8
3rd row	Model_6
4th row	Model_1
5th row	Model_4

Common Values

Value	Count	Frequency (%)
Model_1	10965	25.2%
Model_4	10469	24.0%
Model_6	10257	23.5%
Model_8	3084	7.1%
Model_7	2218	5.1%
Model_3	1793	4.1%
Model_9	1576	3.6%
Model_5	1190	2.7%
Model_10	898	2.1%
Model_2	787	1.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
model_1	10965	25.2%
model_4	10469	24.1%
model_6	10257	23.6%
model_8	3084	7.1%
model_7	2218	5.1%
model_3	1793	4.1%
model_9	1576	3.6%
model_5	1190	2.7%
model_10	898	2.1%
model_2	787	1.8%

Most occurring characters

Value	Count	Frequency (%)
M	43506	14.2%
o	43506	14.2%
d	43506	14.2%
e	43506	14.2%
l	43506	14.2%
_	43506	14.2%
1	12401	4.1%
4	10469	3.4%
6	10257	3.4%
8	3084	1.0%
Other values (6)	8462	2.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	174024	56.9%
Decimal Number	44673	14.6%
Uppercase Letter	43506	14.2%
Connector Punctuation	43506	14.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	12401	27.8%
4	10469	23.4%
6	10257	23.0%
8	3084	6.9%
7	2218	5.0%
3	1793	4.0%
9	1576	3.5%
5	1190	2.7%
0	898	2.0%
2	787	1.8%

Lowercase Letter

Value	Count	Frequency (%)
o	43506	25.0%
d	43506	25.0%
e	43506	25.0%
l	43506	25.0%

Uppercase Letter

Value	Count	Frequency (%)
M	43506	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	43506	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	217530	71.2%
Common	88179	28.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
_	43506	49.3%
1	12401	14.1%
4	10469	11.9%
6	10257	11.6%
8	3084	3.5%
7	2218	2.5%
3	1793	2.0%
9	1576	1.8%
5	1190	1.3%
0	898	1.0%

Latin

Value	Count	Frequency (%)
M	43506	20.0%
o	43506	20.0%
d	43506	20.0%
e	43506	20.0%
l	43506	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	305709	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	43506	14.2%
o	43506	14.2%
d	43506	14.2%
e	43506	14.2%
l	43506	14.2%
_	43506	14.2%
1	12401	4.1%
4	10469	3.4%
6	10257	3.4%
8	3084	1.0%
Other values (6)	8462	2.8%

gear box
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	116
Missing (%)	0.3%
Memory size	340.7 KiB

5.0	32746
6.0	10730

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	130428
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5.0
2nd row	5.0
3rd row	5.0
4th row	5.0
5th row	6.0

Common Values

Value	Count	Frequency (%)
5.0	32746	75.1%
6.0	10730	24.6%
(Missing)	116	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5.0	32746	75.3%
6.0	10730	24.7%

Most occurring characters

Value	Count	Frequency (%)
.	43476	33.3%
0	43476	33.3%
5	32746	25.1%
6	10730	8.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	86952	66.7%
Other Punctuation	43476	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43476	50.0%
5	32746	37.7%
6	10730	12.3%

Other Punctuation

Value	Count	Frequency (%)
.	43476	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	130428	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	43476	33.3%
0	43476	33.3%
5	32746	25.1%
6	10730	8.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130428	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	43476	33.3%
0	43476	33.3%
5	32746	25.1%
6	10730	8.2%

airbags
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	86
Missing (%)	0.2%
Memory size	340.7 KiB

2.0	29923
6.0	12684
1.0	899

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	130518
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	6.0

Common Values

Value	Count	Frequency (%)
2.0	29923	68.6%
6.0	12684	29.1%
1.0	899	2.1%
(Missing)	86	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2.0	29923	68.8%
6.0	12684	29.2%
1.0	899	2.1%

Most occurring characters

Value	Count	Frequency (%)
.	43506	33.3%
0	43506	33.3%
2	29923	22.9%
6	12684	9.7%
1	899	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	87012	66.7%
Other Punctuation	43506	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43506	50.0%
2	29923	34.4%
6	12684	14.6%
1	899	1.0%

Other Punctuation

Value	Count	Frequency (%)
.	43506	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	130518	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	43506	33.3%
0	43506	33.3%
2	29923	22.9%
6	12684	9.7%
1	899	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130518	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	43506	33.3%
0	43506	33.3%
2	29923	22.9%
6	12684	9.7%
1	899	0.7%

turning radius
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	98
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.8542627

Minimum	4.5
Maximum	5.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	340.7 KiB

Quantile statistics

Minimum	4.5
5-th percentile	4.6
Q1	4.6
median	4.8
Q3	5
95-th percentile	5.2
Maximum	5.2
Range	0.7
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.22801687
Coefficient of variation (CV)	0.046972504
Kurtosis	-1.1826165
Mean	4.8542627
Median Absolute Deviation (MAD)	0.2
Skewness	0.41225208
Sum	211131.3
Variance	0.051991693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4.8	11037	25.3%
4.6	10969	25.2%
5.2	10464	24.0%
4.7	3082	7.1%
5	2985	6.8%
4.85	2220	5.1%
4.9	1572	3.6%
4.5	897	2.1%
5.1	268	0.6%
(Missing)	98	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.5	897	2.1%
4.6	10969	25.2%
4.7	3082	7.1%
4.8	11037	25.3%
4.85	2220	5.1%
4.9	1572	3.6%
5	2985	6.8%
5.1	268	0.6%
5.2	10464	24.0%

Value	Count	Frequency (%)
5.2	10464	24.0%
5.1	268	0.6%
5	2985	6.8%
4.9	1572	3.6%
4.85	2220	5.1%
4.8	11037	25.3%
4.7	3082	7.1%
4.6	10969	25.2%
4.5	897	2.1%

area danger level
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	340.7 KiB

1	8858
2	8778
4	8736
5	8644
3	8576

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	43592
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	1
3rd row	5
4th row	2
5th row	3

Common Values

Value	Count	Frequency (%)
1	8858	20.3%
2	8778	20.1%
4	8736	20.0%
5	8644	19.8%
3	8576	19.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8858	20.3%
2	8778	20.1%
4	8736	20.0%
5	8644	19.8%
3	8576	19.7%

Most occurring characters

Value	Count	Frequency (%)
1	8858	20.3%
2	8778	20.1%
4	8736	20.0%
5	8644	19.8%
3	8576	19.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43592	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	8858	20.3%
2	8778	20.1%
4	8736	20.0%
5	8644	19.8%
3	8576	19.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	43592	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	8858	20.3%
2	8778	20.1%
4	8736	20.0%
5	8644	19.8%
3	8576	19.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43592	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	8858	20.3%
2	8778	20.1%
4	8736	20.0%
5	8644	19.8%
3	8576	19.7%

is claim
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	340.7 KiB

0	40804
1	2788

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	43592
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	40804	93.6%
1	2788	6.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	40804	93.6%
1	2788	6.4%

Most occurring characters

Value	Count	Frequency (%)
0	40804	93.6%
1	2788	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	43592	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	40804	93.6%
1	2788	6.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	43592	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	40804	93.6%
1	2788	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43592	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	40804	93.6%
1	2788	6.4%

Auto

Heatmap
Table

	ID	policyholder age	car age	height	engine volume	population	time period	length	width	gross weight	turning radius	ncap rating	is power door locks	is parking camera	rear brakes type	is adjustable steering	is tpms	is driver seat height adjustable	segment	is central locking	is rear window wiper	cluster area	is ecw	fuel type	torque	transmission type	manufacturer	cylinder	is rear window washer	is front fog lights	is brake assist	is power steering	is esc	is rear window defogger	engine type	is speed alert	steering type	is parking sensors	power	is day night rear view mirror	model	gear box	airbags	area danger level	is claim
ID	1.000	0.006	-0.006	-0.001	-0.005	0.005	0.000	-0.003	-0.004	-0.003	-0.004	0.000	0.006	0.009	0.012	0.000	0.013	0.000	0.008	0.006	0.014	0.000	0.007	0.000	0.000	0.009	0.000	0.000	0.015	0.000	0.000	0.000	0.009	0.009	0.005	0.000	0.000	0.000	0.000	0.000	0.005	0.012	0.009	0.007	0.000
policyholder age	0.006	1.000	-0.048	-0.055	-0.028	0.029	0.135	-0.028	-0.013	-0.022	-0.027	0.037	0.066	0.048	0.018	0.041	0.018	0.051	0.045	0.066	0.023	0.038	0.066	0.036	0.041	0.037	0.031	0.039	0.023	0.051	0.052	0.022	0.027	0.037	0.041	0.008	0.026	0.030	0.041	0.041	0.041	0.020	0.023	0.000	0.026
car age	-0.006	-0.048	1.000	0.384	0.413	-0.000	0.196	0.420	0.413	0.340	0.397	0.142	0.304	0.151	0.148	0.270	0.148	0.263	0.139	0.304	0.156	0.073	0.304	0.203	0.126	0.150	0.086	0.276	0.156	0.255	0.263	0.017	0.162	0.154	0.126	0.046	0.101	0.000	0.126	0.132	0.126	0.155	0.112	0.000	0.017
height	-0.001	-0.055	0.384	1.000	0.599	-0.009	0.174	0.643	0.634	0.814	0.554	0.707	0.756	0.756	1.000	0.847	1.000	0.788	0.867	0.756	0.887	0.149	0.756	0.805	0.973	0.786	0.577	0.844	0.887	0.789	0.850	1.000	0.847	0.794	1.000	1.000	0.906	0.265	0.973	0.731	1.000	1.000	0.945	0.003	0.009
engine volume	-0.005	-0.028	0.413	0.599	1.000	-0.007	0.190	0.954	0.878	0.656	0.897	0.742	0.950	0.736	0.851	0.947	0.851	0.904	0.874	0.950	0.740	0.234	0.950	0.932	1.000	0.652	0.660	0.987	0.740	0.892	0.848	0.206	0.706	0.797	1.000	0.112	0.579	0.584	1.000	0.806	1.000	0.835	0.542	0.000	0.006
population	0.005	0.029	-0.000	-0.009	-0.007	1.000	-0.034	-0.012	-0.015	-0.020	-0.007	0.145	0.310	0.150	0.148	0.270	0.148	0.263	0.140	0.310	0.151	1.000	0.310	0.198	0.136	0.149	0.081	0.277	0.151	0.263	0.258	0.020	0.151	0.150	0.138	0.000	0.105	0.036	0.136	0.139	0.138	0.147	0.109	0.000	0.031
time period	0.000	0.135	0.196	0.174	0.190	-0.034	1.000	0.194	0.195	0.151	0.187	0.126	0.282	0.144	0.120	0.237	0.120	0.236	0.120	0.282	0.132	0.098	0.282	0.181	0.103	0.138	0.066	0.236	0.132	0.234	0.226	0.022	0.134	0.138	0.098	0.011	0.100	0.021	0.103	0.140	0.097	0.121	0.094	0.000	0.082
length	-0.003	-0.028	0.420	0.643	0.954	-0.012	0.194	1.000	0.946	0.767	0.941	0.753	0.959	0.953	1.000	0.988	1.000	0.954	0.816	0.959	0.919	0.186	0.959	0.946	0.937	0.921	0.782	0.952	0.919	0.946	0.928	0.456	0.917	0.951	1.000	0.196	0.766	1.000	0.937	0.945	1.000	0.984	0.723	0.000	0.006
width	-0.004	-0.013	0.413	0.634	0.878	-0.015	0.195	0.946	1.000	0.829	0.922	0.896	1.000	0.925	0.983	0.987	0.983	0.963	0.953	1.000	0.941	0.157	1.000	0.963	0.948	0.906	0.900	0.987	0.941	0.950	0.963	1.000	0.916	0.921	1.000	0.137	1.000	1.000	0.948	0.962	1.000	1.000	0.971	0.001	0.005
gross weight	-0.003	-0.022	0.340	0.814	0.656	-0.020	0.151	0.767	0.829	1.000	0.671	0.923	0.970	0.963	0.983	0.832	0.983	0.878	0.774	0.970	0.985	0.168	0.970	0.886	0.916	0.948	0.925	0.858	0.985	0.865	0.881	0.646	0.960	0.962	1.000	0.137	0.765	1.000	0.916	0.875	1.000	1.000	0.832	0.000	0.000
turning radius	-0.004	-0.027	0.397	0.554	0.897	-0.007	0.187	0.941	0.922	0.671	1.000	0.897	1.000	0.841	1.000	0.965	1.000	1.000	0.954	1.000	0.891	0.156	1.000	0.974	1.000	0.833	0.882	0.964	0.891	1.000	1.000	1.000	0.867	0.875	1.000	1.000	1.000	0.765	1.000	0.964	1.000	1.000	0.947	0.000	0.007
ncap rating	0.000	0.037	0.142	0.707	0.742	0.145	0.126	0.753	0.896	0.923	0.897	1.000	0.885	0.768	1.000	0.687	1.000	0.693	0.734	0.885	0.890	0.177	0.885	0.835	0.969	0.770	0.874	0.637	0.890	0.710	0.701	0.209	0.836	0.845	1.000	0.424	0.548	0.273	0.969	0.759	1.000	0.986	0.646	0.000	0.000
is power door locks	0.006	0.066	0.304	0.756	0.950	0.310	0.282	0.959	1.000	0.970	1.000	0.885	1.000	0.493	0.344	0.764	0.344	0.731	0.906	1.000	0.393	0.382	1.000	0.846	1.000	0.450	0.451	0.702	0.393	0.722	0.679	0.236	0.416	0.451	1.000	0.048	0.540	0.127	1.000	0.481	1.000	0.350	0.441	0.000	0.003
is parking camera	0.009	0.048	0.151	0.756	0.736	0.150	0.144	0.953	0.925	0.963	0.841	0.768	0.493	1.000	0.699	0.446	0.699	0.503	0.820	0.493	0.797	0.184	0.493	0.754	0.881	0.913	0.849	0.416	0.797	0.486	0.407	0.117	0.844	0.915	1.000	0.097	0.139	0.257	0.881	0.015	1.000	0.711	0.798	0.000	0.000
rear brakes type	0.012	0.018	0.148	1.000	0.851	0.148	0.120	1.000	0.983	0.983	1.000	1.000	0.344	0.699	1.000	0.451	1.000	0.471	1.000	0.344	0.877	0.171	0.345	0.851	1.000	0.765	1.000	0.432	0.877	0.477	0.508	0.081	0.828	0.763	1.000	0.044	0.489	0.117	1.000	0.443	1.000	0.983	0.877	0.000	0.000
is adjustable steering	0.000	0.041	0.270	0.847	0.947	0.270	0.237	0.988	0.987	0.832	0.965	0.687	0.764	0.446	0.451	1.000	0.451	0.931	0.988	0.764	0.514	0.330	0.764	0.910	1.000	0.412	0.548	0.957	0.514	0.945	0.863	0.181	0.517	0.564	1.000	0.098	0.511	0.259	1.000	0.456	1.000	0.429	0.531	0.000	0.010
is tpms	0.013	0.018	0.148	1.000	0.851	0.148	0.120	1.000	0.983	0.983	1.000	1.000	0.344	0.699	1.000	0.451	1.000	0.471	1.000	0.344	0.877	0.171	0.345	0.851	1.000	0.766	1.000	0.432	0.877	0.477	0.508	0.081	0.828	0.763	1.000	0.044	0.489	0.117	1.000	0.443	1.000	0.983	0.877	0.000	0.000
is driver seat height adjustable	0.000	0.051	0.263	0.788	0.904	0.263	0.236	0.954	0.963	0.878	1.000	0.693	0.731	0.503	0.471	0.931	0.471	1.000	0.947	0.731	0.537	0.320	0.731	0.864	1.000	0.440	0.559	0.890	0.537	0.987	0.929	0.173	0.569	0.618	1.000	0.066	0.433	0.248	1.000	0.486	1.000	0.479	0.552	0.000	0.007
segment	0.008	0.045	0.139	0.867	0.874	0.140	0.120	0.816	0.953	0.774	0.954	0.734	0.906	0.820	1.000	0.988	1.000	0.947	1.000	0.906	0.891	0.172	0.906	0.881	0.966	0.775	0.655	0.988	0.891	0.935	0.917	1.000	0.857	0.901	1.000	0.310	0.956	0.322	0.966	0.849	1.000	0.985	0.946	0.000	0.005
is central locking	0.006	0.066	0.304	0.756	0.950	0.310	0.282	0.959	1.000	0.970	1.000	0.885	1.000	0.493	0.344	0.764	0.344	0.731	0.906	1.000	0.393	0.383	1.000	0.846	1.000	0.450	0.451	0.703	0.393	0.722	0.679	0.236	0.416	0.451	1.000	0.048	0.540	0.127	1.000	0.482	1.000	0.350	0.441	0.000	0.003
is rear window wiper	0.014	0.023	0.156	0.887	0.740	0.151	0.132	0.919	0.941	0.985	0.891	0.890	0.393	0.797	0.877	0.514	0.877	0.537	0.891	0.393	1.000	0.177	0.393	0.738	0.891	0.872	0.879	0.492	1.000	0.544	0.579	0.093	0.944	0.870	1.000	0.050	0.333	0.133	0.891	0.274	1.000	0.861	1.000	0.000	0.000
cluster area	0.000	0.038	0.073	0.149	0.234	1.000	0.098	0.186	0.157	0.168	0.156	0.177	0.382	0.184	0.171	0.330	0.171	0.320	0.172	0.383	0.177	1.000	0.383	0.247	0.146	0.180	0.097	0.339	0.177	0.319	0.310	0.026	0.177	0.180	0.132	0.000	0.142	0.044	0.146	0.188	0.132	0.170	0.128	0.006	0.035
is ecw	0.007	0.066	0.304	0.756	0.950	0.310	0.282	0.959	1.000	0.970	1.000	0.885	1.000	0.493	0.345	0.764	0.345	0.731	0.906	1.000	0.393	0.383	1.000	0.846	1.000	0.450	0.451	0.703	0.393	0.722	0.679	0.236	0.416	0.452	1.000	0.048	0.540	0.127	1.000	0.481	1.000	0.350	0.442	0.000	0.004
fuel type	0.000	0.036	0.203	0.805	0.932	0.198	0.181	0.946	0.963	0.886	0.974	0.835	0.846	0.754	0.851	0.910	0.851	0.864	0.881	0.846	0.738	0.247	0.846	1.000	1.000	0.668	0.721	0.861	0.739	0.854	0.806	0.200	0.702	0.795	1.000	0.107	0.628	0.281	1.000	0.916	1.000	0.835	0.536	0.000	0.004
torque	0.000	0.041	0.126	0.973	1.000	0.136	0.103	0.937	0.948	0.916	1.000	0.969	1.000	0.881	1.000	1.000	1.000	1.000	0.966	1.000	0.891	0.146	1.000	1.000	1.000	0.875	1.000	1.000	0.891	1.000	1.000	1.000	0.868	0.875	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.947	0.000	0.008
transmission type	0.009	0.037	0.150	0.786	0.652	0.149	0.138	0.921	0.906	0.948	0.833	0.770	0.450	0.913	0.765	0.412	0.766	0.440	0.775	0.450	0.872	0.180	0.450	0.668	0.875	1.000	0.854	0.385	0.872	0.448	0.489	0.106	0.896	0.816	1.000	0.058	0.189	0.282	0.875	0.102	1.000	0.748	0.873	0.000	0.000
manufacturer	0.000	0.031	0.086	0.577	0.660	0.081	0.066	0.782	0.900	0.925	0.882	0.874	0.451	0.849	1.000	0.548	1.000	0.559	0.655	0.451	0.879	0.097	0.451	0.721	1.000	0.854	1.000	0.532	0.879	0.580	0.571	0.106	0.831	0.841	1.000	0.423	0.407	1.000	1.000	0.562	1.000	0.986	0.624	0.000	0.000
cylinder	0.000	0.039	0.276	0.844	0.987	0.277	0.236	0.952	0.987	0.858	0.964	0.637	0.702	0.416	0.432	0.957	0.432	0.890	0.988	0.703	0.492	0.339	0.703	0.861	1.000	0.385	0.532	1.000	0.492	0.904	0.825	0.111	0.494	0.539	1.000	0.102	0.495	0.270	1.000	0.427	1.000	0.409	0.517	0.000	0.008
is rear window washer	0.015	0.023	0.156	0.887	0.740	0.151	0.132	0.919	0.941	0.985	0.891	0.890	0.393	0.797	0.877	0.514	0.877	0.537	0.891	0.393	1.000	0.177	0.393	0.739	0.891	0.872	0.879	0.492	1.000	0.544	0.578	0.093	0.944	0.870	1.000	0.050	0.333	0.133	0.891	0.274	1.000	0.860	1.000	0.000	0.000
is front fog lights	0.000	0.051	0.255	0.789	0.892	0.263	0.234	0.946	0.950	0.865	1.000	0.710	0.722	0.486	0.477	0.945	0.477	0.987	0.935	0.722	0.544	0.319	0.722	0.854	1.000	0.448	0.580	0.904	0.544	1.000	0.916	0.171	0.550	0.600	1.000	0.092	0.441	0.244	1.000	0.495	1.000	0.457	0.558	0.000	0.008
is brake assist	0.000	0.052	0.263	0.850	0.848	0.258	0.226	0.928	0.963	0.881	1.000	0.701	0.679	0.407	0.508	0.863	0.508	0.929	0.917	0.679	0.579	0.310	0.679	0.806	1.000	0.489	0.571	0.825	0.578	0.916	1.000	0.161	0.613	0.512	1.000	0.071	0.346	0.230	1.000	0.388	1.000	0.516	0.589	0.000	0.006
is power steering	0.000	0.022	0.017	1.000	0.206	0.020	0.022	0.456	1.000	0.646	1.000	0.209	0.236	0.117	0.081	0.181	0.081	0.173	1.000	0.236	0.093	0.026	0.236	0.200	1.000	0.106	0.106	0.111	0.093	0.171	0.161	1.000	0.098	0.107	1.000	0.009	1.000	0.029	1.000	0.114	1.000	0.083	1.000	0.001	0.000
is esc	0.009	0.027	0.162	0.847	0.706	0.151	0.134	0.917	0.916	0.960	0.867	0.836	0.416	0.844	0.828	0.517	0.828	0.569	0.857	0.416	0.944	0.177	0.416	0.702	0.868	0.896	0.831	0.494	0.944	0.550	0.613	0.098	1.000	0.922	1.000	0.116	0.294	0.141	0.868	0.228	1.000	0.842	0.944	0.000	0.000
is rear window defogger	0.009	0.037	0.154	0.794	0.797	0.150	0.138	0.951	0.921	0.962	0.875	0.845	0.451	0.915	0.763	0.564	0.763	0.618	0.901	0.451	0.870	0.180	0.452	0.795	0.875	0.816	0.841	0.539	0.870	0.600	0.512	0.107	0.922	1.000	1.000	0.107	0.209	0.153	0.875	0.126	1.000	0.776	0.871	0.000	0.000
engine type	0.005	0.041	0.126	1.000	1.000	0.138	0.098	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.132	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.006
is speed alert	0.000	0.008	0.046	1.000	0.112	0.000	0.011	0.196	0.137	0.137	1.000	0.424	0.048	0.097	0.044	0.098	0.044	0.066	0.310	0.048	0.050	0.000	0.048	0.107	1.000	0.058	0.423	0.102	0.050	0.092	0.071	0.009	0.116	0.107	1.000	1.000	0.068	0.015	1.000	0.062	1.000	0.138	0.053	0.007	0.006
steering type	0.000	0.026	0.101	0.906	0.579	0.105	0.100	0.766	1.000	0.765	1.000	0.548	0.540	0.139	0.489	0.511	0.489	0.433	0.956	0.540	0.333	0.142	0.540	0.628	1.000	0.189	0.407	0.495	0.333	0.441	0.346	1.000	0.294	0.209	1.000	0.068	1.000	0.249	1.000	0.944	1.000	0.497	0.743	0.000	0.007
is parking sensors	0.000	0.030	0.000	0.265	0.584	0.036	0.021	1.000	1.000	1.000	0.765	0.273	0.127	0.257	0.117	0.259	0.117	0.248	0.322	0.127	0.133	0.044	0.127	0.281	1.000	0.282	1.000	0.270	0.133	0.244	0.230	0.029	0.141	0.153	1.000	0.015	0.249	1.000	1.000	0.264	1.000	0.119	0.140	0.000	0.004
power	0.000	0.041	0.126	0.973	1.000	0.136	0.103	0.937	0.948	0.916	1.000	0.969	1.000	0.881	1.000	1.000	1.000	1.000	0.966	1.000	0.891	0.146	1.000	1.000	1.000	0.875	1.000	1.000	0.891	1.000	1.000	1.000	0.868	0.875	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.947	0.000	0.008
is day night rear view mirror	0.000	0.041	0.132	0.731	0.806	0.139	0.140	0.945	0.962	0.875	0.964	0.759	0.481	0.015	0.443	0.456	0.443	0.486	0.849	0.482	0.274	0.188	0.481	0.916	1.000	0.102	0.562	0.427	0.274	0.495	0.388	0.114	0.228	0.126	1.000	0.062	0.944	0.264	1.000	1.000	1.000	0.450	0.308	0.000	0.007
model	0.005	0.041	0.126	1.000	1.000	0.138	0.097	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.132	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.006
gear box	0.012	0.020	0.155	1.000	0.835	0.147	0.121	0.984	1.000	1.000	1.000	0.986	0.350	0.711	0.983	0.429	0.983	0.479	0.985	0.350	0.861	0.170	0.350	0.835	1.000	0.748	0.986	0.409	0.860	0.457	0.516	0.083	0.842	0.776	1.000	0.138	0.497	0.119	1.000	0.450	1.000	1.000	0.861	0.000	0.000
airbags	0.009	0.023	0.112	0.945	0.542	0.109	0.094	0.723	0.971	0.832	0.947	0.646	0.441	0.798	0.877	0.531	0.877	0.552	0.946	0.441	1.000	0.128	0.442	0.536	0.947	0.873	0.624	0.517	1.000	0.558	0.589	1.000	0.944	0.871	1.000	0.053	0.743	0.140	0.947	0.308	1.000	0.861	1.000	0.000	0.000
area danger level	0.007	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000
is claim	0.000	0.026	0.017	0.009	0.006	0.031	0.082	0.006	0.005	0.000	0.007	0.000	0.003	0.000	0.000	0.010	0.000	0.007	0.005	0.003	0.000	0.035	0.004	0.004	0.008	0.000	0.000	0.008	0.000	0.008	0.006	0.000	0.000	0.000	0.006	0.006	0.007	0.004	0.008	0.007	0.006	0.000	0.000	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	ID	ncap rating	is power door locks	policyholder age	is parking camera	rear brakes type	is adjustable steering	is tpms	is driver seat height adjustable	segment	car age	is central locking	is rear window wiper	height	cluster area	is ecw	fuel type	torque	engine volume	transmission type	manufacturer	cylinder	is rear window washer	is front fog lights	is brake assist	is power steering	is esc	population	is rear window defogger	time period	engine type	is speed alert	steering type	length	width	is parking sensors	power	gross weight	is day night rear view mirror	model	gear box	airbags	turning radius	area danger level	is claim
0	0	2.0	Yes	0.394496	No	Drum	No	No	No	B1	0.08	Yes	No	1675.0	Area_8	Yes	CNG	82.1Nm@3400rpm	998.0	Manual	1.0	3.0	No	No	No	Yes	No	8883.0	No	0.304554	K10C	Yes	Power	3655.0	1620.0	Yes	55.92bhp@5300rpm	1340.0	No	Model_8	5.0	2.0	4.7	4	0
1	1	2.0	Yes	0.417364	No	Drum	No	No	No	B1	0.06	Yes	No	1675.0	Area_5	Yes	CNG	82.1Nm@3400rpm	998.0	Manual	1.0	3.0	No	No	No	Yes	No	34751.0	No	1.169197	K10C	Yes	Power	3655.0	1620.0	Yes	55.92bhp@5300rpm	1340.0	No	Model_8	5.0	2.0	4.7	1	1
2	2	2.0	Yes	0.438922	No	Drum	Yes	No	Yes	B2	0.03	Yes	No	1530.0	Area_2	Yes	Petrol	113Nm@4400rpm	1197.0	Manual	1.0	4.0	No	Yes	Yes	Yes	No	27026.0	No	1.219797	K Series Dual jet	Yes	Electric	3845.0	1735.0	Yes	88.50bhp@6000rpm	1335.0	Yes	Model_6	5.0	2.0	4.8	5	0
3	3	0.0	No	0.656276	No	Drum	No	No	No	A	0.04	No	No	1475.0	Area_13	No	CNG	60Nm@3500rpm	796.0	Manual	1.0	3.0	No	No	No	Yes	No	5482.0	No	0.746151	F8D Petrol Engine	Yes	Power	3445.0	1515.0	Yes	40.36bhp@6000rpm	1185.0	No	Model_1	5.0	2.0	4.6	2	0
4	4	3.0	Yes	0.462328	Yes	Disc	Yes	Yes	Yes	C2	0.04	Yes	Yes	1635.0	Area_9	Yes	Diesel	250Nm@2750rpm	1493.0	Automatic	3.0	4.0	Yes	Yes	Yes	Yes	Yes	17833.0	Yes	0.171981	1.5 L U2 CRDi	Yes	Power	4300.0	1790.0	Yes	113.45bhp@4000rpm	1720.0	No	Model_4	6.0	6.0	5.2	3	0
5	5	0.0	No	0.593278	No	Drum	No	No	No	A	0.03	No	No	1475.0	Area_3	No	CNG	60Nm@3500rpm	796.0	Manual	1.0	3.0	No	No	No	Yes	No	4087.0	No	0.414677	F8D Petrol Engine	Yes	Power	3445.0	1515.0	Yes	40.36bhp@6000rpm	1185.0	No	Model_1	5.0	2.0	4.6	5	0
6	6	2.0	Yes	0.597060	No	Drum	Yes	No	Yes	B2	0.04	Yes	No	1530.0	Area_6	Yes	Petrol	113Nm@4400rpm	1197.0	Manual	1.0	4.0	No	Yes	Yes	Yes	No	13132.0	No	1.123627	K Series Dual jet	Yes	Electric	3845.0	1735.0	Yes	88.50bhp@6000rpm	1335.0	Yes	Model_6	5.0	2.0	4.8	3	0
7	7	0.0	No	0.549770	No	Drum	No	No	No	A	0.02	No	No	1475.0	Area_3	No	CNG	60Nm@3500rpm	796.0	Manual	1.0	3.0	No	No	No	Yes	No	4138.0	No	0.236393	F8D Petrol Engine	Yes	Power	3445.0	1515.0	Yes	40.36bhp@6000rpm	1185.0	No	Model_1	5.0	2.0	4.6	1	0
8	8	0.0	No	0.403229	No	Drum	No	No	No	A	0.03	No	No	1475.0	Area_2	No	CNG	60Nm@3500rpm	796.0	Manual	1.0	3.0	No	No	No	Yes	No	27030.0	No	1.250164	F8D Petrol Engine	Yes	Power	3445.0	1515.0	Yes	40.36bhp@6000rpm	1185.0	No	Model_1	5.0	2.0	4.6	1	0
9	9	2.0	Yes	0.833121	No	Drum	No	No	No	B1	0.06	Yes	No	1675.0	Area_14	Yes	CNG	82.1Nm@3400rpm	998.0	Manual	1.0	3.0	No	NaN	No	Yes	No	7814.0	No	1.164330	K10C	Yes	Power	3655.0	1620.0	Yes	55.92bhp@5300rpm	1340.0	No	Model_8	5.0	2.0	4.7	3	0

	ID	ncap rating	is power door locks	policyholder age	is parking camera	rear brakes type	is adjustable steering	is tpms	is driver seat height adjustable	segment	car age	is central locking	is rear window wiper	height	cluster area	is ecw	fuel type	torque	engine volume	transmission type	manufacturer	cylinder	is rear window washer	is front fog lights	is brake assist	is power steering	is esc	population	is rear window defogger	time period	engine type	is speed alert	steering type	length	width	is parking sensors	power	gross weight	is day night rear view mirror	model	gear box	airbags	turning radius	area danger level
43582	43582	3.0	Yes	0.727984	Yes	Disc	Yes	Yes	Yes	C2	0.06	Yes	Yes	1635.0	Area_2	Yes	Diesel	250Nm@2750rpm	1493.0	Automatic	3.0	4.0	Yes	Yes	Yes	Yes	Yes	27089.0	Yes	0.691157	1.5 L U2 CRDi	Yes	Power	4300.0	1790.0	Yes	113.45bhp@4000rpm	1720.0	No	Model_4	6.0	6.0	5.2	1
43583	43583	0.0	No	0.465426	No	Drum	No	No	No	A	0.01	No	No	1475.0	Area_1	No	CNG	60Nm@3500rpm	796.0	Manual	1.0	3.0	No	No	No	Yes	No	5025.0	No	0.856750	F8D Petrol Engine	Yes	Power	3445.0	1515.0	Yes	40.36bhp@6000rpm	1185.0	No	Model_1	5.0	2.0	4.6	2
43584	43584	2.0	Yes	0.580489	No	Drum	Yes	No	Yes	B2	0.08	Yes	No	1530.0	Area_2	Yes	Petrol	113Nm@4400rpm	1197.0	Manual	1.0	4.0	No	Yes	Yes	Yes	No	27046.0	No	0.189539	K Series Dual jet	Yes	Electric	3845.0	1735.0	Yes	88.50bhp@6000rpm	1335.0	Yes	Model_6	5.0	2.0	4.8	4
43585	43585	0.0	No	0.405692	No	Drum	NaN	No	No	A	0.01	No	No	1475.0	Area_4	No	CNG	60Nm@3500rpm	796.0	Manual	1.0	3.0	No	No	No	Yes	No	21666.0	No	0.150154	F8D Petrol Engine	Yes	Power	3445.0	1515.0	Yes	40.36bhp@6000rpm	1185.0	No	Model_1	5.0	2.0	4.6	1
43586	43586	2.0	Yes	0.636400	No	Drum	No	No	No	B1	0.08	Yes	No	1675.0	Area_3	Yes	CNG	82.1Nm@3400rpm	998.0	Manual	1.0	3.0	No	No	No	Yes	No	4172.0	No	0.134393	K10C	Yes	Power	3655.0	1620.0	Yes	55.92bhp@5300rpm	1340.0	No	Model_8	5.0	2.0	4.7	1
43587	43587	2.0	Yes	0.644798	No	Drum	Yes	No	Yes	B2	0.05	Yes	No	1530.0	Area_8	Yes	Petrol	113Nm@4400rpm	1197.0	Manual	1.0	4.0	No	Yes	Yes	Yes	No	8828.0	No	0.125440	K Series Dual jet	Yes	Electric	3845.0	1735.0	Yes	88.50bhp@6000rpm	1335.0	Yes	Model_6	5.0	2.0	4.8	2
43588	43588	2.0	Yes	0.674452	Yes	Drum	Yes	No	Yes	C1	0.11	Yes	No	1515.0	Area_13	Yes	Petrol	113Nm@4400rpm	1197.0	Automatic	1.0	4.0	No	Yes	Yes	Yes	Yes	5455.0	Yes	1.177618	1.2 L K12N Dualjet	Yes	Electric	3995.0	1735.0	Yes	88.50bhp@6000rpm	1335.0	Yes	Model_2	5.0	2.0	4.8	1
43589	43589	2.0	Yes	0.869782	No	Drum	Yes	No	Yes	B2	0.15	Yes	No	1530.0	Area_2	Yes	Petrol	113Nm@4400rpm	1197.0	Manual	1.0	4.0	No	Yes	Yes	Yes	No	27082.0	No	0.601047	K Series Dual jet	Yes	Electric	3845.0	1735.0	Yes	88.50bhp@6000rpm	1335.0	Yes	Model_6	5.0	2.0	4.8	3
43590	43590	2.0	Yes	0.559554	No	Drum	Yes	No	Yes	B2	0.14	Yes	No	1530.0	Area_8	Yes	Petrol	113Nm@4400rpm	1197.0	Manual	1.0	4.0	No	Yes	Yes	Yes	No	8845.0	No	0.442004	K Series Dual jet	Yes	Electric	3845.0	1735.0	Yes	88.50bhp@6000rpm	1335.0	Yes	Model_6	5.0	2.0	4.8	1
43591	43591	0.0	No	0.630818	No	Drum	No	No	No	A	0.01	No	No	1475.0	Area_2	No	CNG	60Nm@3500rpm	796.0	Manual	1.0	3.0	No	No	No	Yes	No	27052.0	No	0.813746	F8D Petrol Engine	Yes	Power	3445.0	1515.0	Yes	40.36bhp@6000rpm	1185.0	No	Model_1	5.0	2.0	4.6	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Uppercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters